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PhD student in AI

4 months ago


Gothenburg, Sweden Chalmers tekniska högskola Full time

This PhD position offers a unique opportunity to dive into the exciting area of reinforcement learning within the broader landscape of AI and machine learning. As a candidate, you'll have the chance to develop exciting theoretical concepts and innovative methodologies, all while making tangible contributions to real-world applications with practical impact. Moreover, the PhD student will enjoy working in a diverse, collaborative, supportive and internationally recognized environment with collaborations with a number of internationally leading research groups.

About the position This position revolves around the fundamental principles of AI and machine learning, with a specific emphasis on reinforcement learning. Machine learning encompasses a range of data-driven techniques that derive models for tasks such as prediction, exploratory data analysis, and explanation. The primary focus of this position is on reinforcement learning which examines the interactions between an agent and its environment, aiming to maximize cumulative rewards (to reach the goal as efficient as possible). Within this project, we will develop novel reinforcement learning methods considering aspects such as sample efficiency, robustness, efficient training and inference, multi-agent reinforcement learning, etc. This position will explore fascinating theories and innovative methods while also giving you the chance to investigate them in interesting real-world applications.

The research group of Morteza Haghir Chehreghani is based in the Division of Data Science & AI (DSAI) in the Department of Computer Science and Engineering (CSE). Our primary focus lies in the development of advanced AI and machine learning methods and their application across various domains. Currently, our research is concentrated on areas such as reinforcement learning, decision making under uncertainty, unsupervised learning, and generative AI.

Information about the division and the department
is a joint department at Chalmers University of Technology and the University of Gothenburg, with activities on two campuses in the city of Gothenburg. The department is divided into four divisions, and employs around 270 people from over 30 countries. Research in the department has a wide span, from theoretical foundations to applied systems development. We provide high quality education at the bachelor's, master's, and graduate levels, offering over 120 courses each year. (DSAI) division is one of four divisions in department with focus on fundamental and applied research on AI and machine learning at high international standards. Research in our division is collaborative and interdisciplinary with strong connections to various industries (e.g., pharmaceutical, transport and energy sectors).

Major responsibilities
The major responsibilities for a PhD student position in the division include conducting doctoral research within the framework of the outlined research project and coursework. The PhD student will be enrolled in a graduate program in the Department of Computer Science and Engineering.

The PhD student is expected to develop novel ideas and communicate scientific results orally as well as in written form. In addition, the position includes 20% departmental work, mostly as a teaching assistant in Chalmers' undergraduate and masters-level courses or performing other departmental tasks.